😄 About Me
I am a third-year MSc student at the University of Science and Technology of China (USTC). I am also a group member of USTC Intelligent Perception Lab, advised by Prof. Qibin Sun and Prof. Yan Chen. My research interests include wireless sensing and ubiquitous computing, focusing on developing human-centric sensing systems with cost-effective and privacy-preserving mobile devices.
The goal of my research is to enhance the sensing robustness (e.g., cross-domain gesture and position sensing, sensing under human and device interference) and augment the sensing resolution (e.g., near-field SAR imaging, radar point cloud generation), which is crucial for achieving a comprehensive perception of the physical and digital world with millions of wireless devices.
📢 News
- 2024.04: 🎉🎉 One paper got accepted by IJCAI 2024 and one paper got accepted by IEEE TMC.
- 2024.03: 🎉🎉 I will start my Ph.D. studies in the Department of Electrical & Computer Engineering at the University of Washington from Fall 2024.
- 2023.12: 🎉🎉 One paper got accepted by IEEE TMC and four papers got accepted by IEEE ICASSP.
- 2023.11: 🎉🎉 One paper got accepted by Communications Engineering from the Nature Portfolio.
- 2023.10: 🎉🎉 One paper got accepted by ACM UbiComp.
- 2023.10: 🎉🎉 We have released the largest indoor mmWave radar point cloud dataset and the corresponding code.
- 2023.09: 🎉🎉 MCD-Gesture dataset has been downloaded by researchers from over 50 universities worldwide.
- 2022.09: 🎉🎉 One paper got accepted by IEEE TMC.
- 2021.11: 🎉🎉 We have released a mmWave gesture dataset consisting of 24050 samples and 750 domains.
🔥 Released Datasets
- MCD-Gesture: mmWave Gesture Dataset (IEEE TMC, 2022).
- A cross-domain gesture dataset consisting of 24050 instances from 25 users, 6 environments, and 5 locations.
- The dataset has been used by researchers from over 50 institutions worldwide.
- H-WILD: WiFi Localization Dataset (ACM UbiComp, 2024).
- A human-held device WiFi localization dataset consisting of 120,000 frames from 10 volunteers across 4 rooms.
- RadarEyes: mmWave Pointcloud Dataset (IEEE TIP, Under review).
- The largest indoor mmWave radar dataset for high-quality point cloud reconstruction.
- The dataset contains 1,000,000 frames of mmWave radar, LiDAR, and camera data from 300 indoor scenarios.
📝 Selected Publications
- A High-resolution Handheld Millimeter-wave Imaging System with Phase Error Estimation and Compensation
Yadong Li, Dongheng Zhang, Ruixu Geng, Zhi Lu, Zhi Wu, Yang Hu, Qibin Sun, Yan Chen
Communications Engineering (Comms. Eng.), 2024 - IFNet: Imaging and Focusing Network for Handheld mmWave Devices
Yadong Li, Dongheng Zhang, Ruixu Geng, Jincheng Wu, Yang Hu, Qibin Sun, Yan Chen
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 - iSense: Enabling Radar Sensing Under Mutual Device Interference
Shuai Yang, Dongheng Zhang, Yadong Li, Yang Hu, Qibin Sun, Yan Chen
IEEE Transactions on Mobile Computing (TMC), 2024. - Robust WiFi Respiration Sensing in the Presence of Interfering Individual
Xuecheng Xie, Dongheng Zhang, Yadong Li, Jinbo Chen, Yang Hu, Qibin Sun, Yan Chen
IEEE Transactions on Mobile Computing (TMC), 2024. - RLoc: Towards Robust Indoor Localization by Quantifying Uncertainty
Tianyu Zhang, Dongheng Zhang, Guanzhong Wang, Yadong Li, Yang Hu, Qibin Sun, Yan Chen
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT/UbiComp), 2024 - Towards Domain-Independent and Real-Time Gesture Recognition Using mmWave Signal
Yadong Li, Dongheng Zhang, Jinbo Chen, Jinwei Wan, Dong Zhang, Yang Hu, Qibin Sun, Yan Chen
IEEE Transactions on Mobile Computing (TMC), 2022 - DI-Gesture: Domain-Independent and Real-Time Gesture Recognition with Millimeter-Wave Signals
Yadong Li, Dongheng Zhang, Jinbo Chen, Jinwei Wan, Dong Zhang, Yang Hu, Qibin Sun, Yan Chen
IEEE Global Communications Conference (GLOBECOM), 2022
✨ Honors and Awards
- 2024.03 Anhui/USTC Outstanding Graduate
- 2024.02 ICASSP’24 IEEE SPS Travel Grant Award
- 2022.10 National Scholarship (Top 2%)
- 2021.08 Adolescents Science and Technology Innovation Prize (10 students in Henan province each year)
- 2021.06 Henan/ZZU Outstanding Graduate (Top 2%)
- 2021.04 The Academic Star of ZZU (1 student in ZZU each year)
- 2020.11 1st Place, RoboCup@Home China Open
- 2019.08 Excellent Design Work, Design Challenge, The IJCAI-2019 Eldercare Robot Challenge
- 2019.05 1st Place, RoboCup@Home Asia-Pacific Invitational Tournament
- 2019.04 1st Place, RoboCup@Home China Open
🔎 Service
Invited Reviewer
- IEEE Journal on Selected Areas in Communications (JSAC)
- IEEE Internet of Things Journal (IoTJ)
- IEEE Sensors Journal
📖 Education
- 2021.09 - Now, Master, Cyberspace Security, University of Science and Technology of China.
- 2017.09 - 2021.06, Bachelor, Computer Science, Zhengzhou University.